A boundary that isn't inferred.
It's enforced.
With Notenic, no inference-originated or inference-directed action can read from or write to a system of record outside your policy rules, assigned role authority, or workflow scope.
Physical and endpoint security, malware, and human actors operating outside an agentic path are not within our scope — these belong to the controls you already run. Notenic does not judge whether an in-bounds action is wise, only whether it is permitted. Where deep content inspection is required, Notenic hosts your own inspection logic inside the governance runtime, where it cannot be bypassed — tamper-proof, and as capable as the tool you bring.
AI governance, built as infrastructure.
Notenic mediates what AI agents commit against your systems of record. Inference independent. Session-scoped ephemerality. Agnostic across all environments.
Unauthorized inference-directed incidents continue to materialize in systems of record. 88% of organizations reporting at least one in the past year.
Through this year, 80% of unauthorized AI transactions are a result of policy-aware agentic AI systems circumventing or ignoring governing policy.
Agentic AI systems override their own governance authority. 63% of organizations can't enforce purpose limitations on agents or terminate misbehaving ones.
The industry focuses on moderating inference rather than controlling authority—a failure driven by three repeated architectural mistakes.
Bypassable by Design
When policy constraints share the execution environment with the language model, there is no structural boundary. Governance degrades into just another context variable—one the agentic system inherently bypasses through prompt manipulation.
Retroactive Enforcement
Intervention that arrives after the threshold of consequence is crossed isn't governance; it's forensics. Analyzing an execution pathway after an agentic system commits a state change against a System of Record does not undo the damage. It merely documents the failure.
Stochastic Admissibility
Using probabilistic inference to execute deterministic corporate policy is a fundamental engineering mismatch. It produces stochastic admissibility—where the exact same proposed action yields different verdicts from one session to the next, or across different models.
There is only one threshold that matters: the acquisition of consequential authority. Inference computes a state change. Notenic decides if it happens.
The Notenic Governance Runtime Environment
(GRE)
Notenic’s GRE is entirely external. It is a dedicated, session-scoped authority anchored to the operational transition surface—the precise point where consequence is decided.
This is not a semantic difference. It is binary. Either your governance is structurally separated from the agent, or the agent can bypass it. With Notenic, your trust boundary is a non-negotiable property of the architecture, not a fragile feature your operators are forced to babysit.
We treat safety and security as a single discipline, because a failure in one is consequence in the other.
Legacy tools treat them as isolated problems. Notenic unifies them at the architectural level. The same authority that evaluates an action against your policy also cryptographically enforces that decision at the System of Record. Probability never translates into a destructive action. A compromised agent runtime cannot acquire authority it did not earn.
Natively integrated with the platforms and inference engines you already run.
Featured Enterprise Integrations Models, Inference, and Compute
Per-transition adjudication overhead in steady-state operation.
Sub-50ms
No prompts, payloads, or user data ever leave your boundary.
0 bytes
Universally compatible across all platforms and agent classes.
100% Agnostic
Policy updates propagate to the next session nearly instantly.
TTL: 30s
You've seen governance fail inside the agent application runtime. See what actual enforcement looks like from the outside.
You have policies. Use them.
Notenic manages AI governance exactly how your organization already manages human workflows.
Finance owns approval thresholds. HR owns role definitions. Legal owns regulatory boundaries. Security owns access controls. Your business already has teams accountable for authoring policy and enforcing limits.Notenic doesn’t force you to invent a new authoring discipline. We take the policies your organization already produces and enforce them directly on the AI agents executing the work.
Regulatory
Compliance officers, regulatory liaisons, lawyers: author and maintain regulatory regimes that bind your standards, domain, industry, or sector.
Organizational
Department leads, divisional heads, operational governance: Your corporate policies, standards, ethics, and agent reporting hierarchies.
Roles & Functions
People managers, control owners, authority delegates: What each agent role is permitted to do, within what limits, and for whom.
Policies & Rules
Policy authors, procedure designers, control writers: Explicit behavioral constraints, refusal logic, authority limits, and admissibility rules.
Notenic Governance Cloud
The Governance Cloud is your persistent control plane for authoring, versioning, and validating AI policy. Behavioral constraints, role authority, and workflow scope are defined centrally by the teams accountable for them, then compiled into an unbreakable artifact at the start of every session. Policy is model-independent by design. Whether your agents run on proprietary, open-source, or fine-tuned models, governance compiles and enforces identically across all environments.
Compose policy once. Enforce it everywhere.
Provisioning At the start of every session, your rules compile into a Governance Runtime Artifact (GRA). It is strictly ephemeral, holding zero standing authority.
Deployment The GRA locks onto the session’s assigned role and workflow scope. Outside of those exact boundaries, the agent has no authority to operate.
Enforcement Every proposed state transition is adjudicated against the GRA. The same policy yields the exact same verdict—across every session, on every model.
Operation Notenic governs authority, not data. Prompts and payloads never leave your boundary. The only thing that persists is the cryptographic evidence of enforcement.
The Governance Runtime Environment (GRE)
You built the policy in the Cloud. Here is how it executes on the ground. Policy means nothing without physical isolation. The Notenic GRE is a transition-bound architecture that operates entirely outside the agent's application runtime..
Enforcement assumes single-ingress deployment: the system of record accepts only Notenic-mediated transactions, with residual agent-direct credentials identified and revoked during onboarding.Hardware-Backed Isolation
At session start, your policy compiles into a secure capsule delivered directly to your VPC. Governance executes inside your VPC boundary from within secure enclaves (TEE/WASM). It shares no memory with the inference engine. When the session ends, the capsule vanishes.
State-Transition Authority
The AI agent holds zero keys. It has no direct access to your Systems of Record. Notenic is configured as the sole credentialed authority on the agentic path. The AI can only request a transition; Notenic physically executes it.
Multi-Membrane Adjudication
When an agent attempts a commit, the GRE engages. Every proposed state transition must clear two distinct, cryptographically secure verification gates before reaching your System of Record. If the transition violates policy at either gate, it fails mechanically.
In-VPC Execution Only
Execution is model-opaque and zero-content. Notenic governs the session boundary based on role, scope, and execution admissibility. We do not ingest or exfiltrate user data or session content. Notenic verifies the safety and authority to act—not the sophistication of the inference decision.
Live Policy Propagation
Session Provisioning Role + Scope Harmonization Immediate Enforcement
Policy updates and rule changes take effect instantly and apply to the next session being provisioned. In-flight sessions remain locked to the policy version compiled against. No downtime or retraining required.
Drift & Injection Containment
Prompt Injection Silent Containment Context Sanitization Session Relay
When the GRE detects prompt manipulation or execution drift, the compromised payload is discarded while the legitimate context is preserved and silently relayed to a new, uncompromised session. We contain the threat without destroying the workflow.
Cryptographic HITL
Invocation Policy-Bound Selection HITL Routing Intervention Surface + Logging
When an action requires human approval, Notenic pauses the transition and routes it to the configured authority. Human intervention does not bypass governance—it becomes a permanent, verifiable link in the audit chain.
The fastest way to evaluate Notenic is against a workflow you already operate.
Pick a workflow. We will deploy a GRE against it and show you transition-level admissibility working live — your policy, your role authority, your workflow scope, your systems of record.
A motion that builds momentum.
When conventional AI governance is not enough.
Notenic is the only purpose-built governance authority for industries where a failure carries regulatory, legal, financial, or operational consequence.